Create experiment_2/experiment_1_output.txt

experiment_2/experiment_1_output.txt

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+
+=================================================================
+GATE SWEEP: Varying gate parameters
+=================================================================
+  Device: cuda
+  30 classes, 15K train, 3K val
+
+  ── raw_adam ──
+  E 1: t=0.059 v=0.115 cv=1.5252(Δ+1.325) equi=0.2479 rig=1.9/20.4 [polygon=0.02 curve=0.00 star=0.17 structure=0.22]
+  E10: t=0.621 v=0.576 cv=1.2911(Δ+1.091) equi=0.3654 rig=8.3/47.1 [polygon=0.32 curve=0.54 star=0.79 structure=0.70]
+  E20: t=0.676 v=0.644 cv=1.5926(Δ+1.393) equi=0.3922 rig=10.3/47.1 [polygon=0.39 curve=1.00 star=0.68 structure=0.68]
+  E30: t=0.681 v=0.617 cv=1.3917(Δ+1.192) equi=0.4075 rig=12.9/51.8 [polygon=0.39 curve=0.75 star=0.86 structure=0.61]
+
+  ── proven ──
+  E 1: t=0.081 v=0.163 cv=0.8799(Δ+0.680) equi=0.2809 rig=2.3/49.7 [polygon=0.06 curve=0.00 star=0.19 structure=0.33]
+  E10: t=0.557 v=0.515 cv=1.9705(Δ+1.770) equi=0.4242 rig=3.8/55.2 [polygon=0.20 curve=0.58 star=0.69 structure=0.66]
+  E20: t=0.652 v=0.612 cv=1.5741(Δ+1.374) equi=0.4145 rig=4.4/55.2 [polygon=0.43 curve=0.97 star=0.54 structure=0.64]
+  E30: t=0.706 v=0.722 cv=1.3629(Δ+1.163) equi=0.4157 rig=4.5/55.2 [polygon=0.45 curve=0.99 star=0.93 structure=0.71]
+
+  ── +spread ──
+  E 1: t=0.076 v=0.077 cv=0.8828(Δ+0.683) equi=0.2790 rig=2.4/50.0 [polygon=0.02 curve=0.00 star=0.00 structure=0.22]
+  E10: t=0.575 v=0.574 cv=2.0663(Δ+1.866) equi=0.4199 rig=5.1/74.1 [polygon=0.28 curve=0.83 star=0.78 structure=0.59]
+  E20: t=0.670 v=0.662 cv=1.7225(Δ+1.523) equi=0.4080 rig=5.4/74.2 [polygon=0.35 curve=0.97 star=0.81 structure=0.70]
+  E30: t=0.686 v=0.669 cv=1.4491(Δ+1.249) equi=0.4212 rig=6.1/74.2 [polygon=0.41 curve=0.98 star=0.71 structure=0.72]
+
+  ── +entropy ──
+  E 1: t=0.065 v=0.175 cv=1.0849(Δ+0.885) equi=0.2723 rig=2.2/49.3 [polygon=0.09 curve=0.00 star=0.23 structure=0.31]
+  E10: t=0.594 v=0.570 cv=1.7920(Δ+1.592) equi=0.3969 rig=4.6/76.2 [polygon=0.30 curve=0.76 star=0.78 structure=0.60]
+  E20: t=0.670 v=0.647 cv=1.5763(Δ+1.376) equi=0.4043 rig=5.6/76.2 [polygon=0.48 curve=0.89 star=0.70 structure=0.64]
+  E30: t=0.711 v=0.674 cv=1.4945(Δ+1.294) equi=0.4237 rig=5.5/76.2 [polygon=0.42 curve=0.97 star=0.70 structure=0.74]
+
+  ── +ortho ──
+  E 1: t=0.081 v=0.160 cv=0.8828(Δ+0.683) equi=0.2801 rig=2.3/48.9 [polygon=0.05 curve=0.00 star=0.18 structure=0.32]
+  E10: t=0.544 v=0.598 cv=1.7545(Δ+1.555) equi=0.4085 rig=5.0/67.7 [polygon=0.36 curve=0.94 star=0.68 structure=0.59]
+  E20: t=0.652 v=0.694 cv=1.4813(Δ+1.281) equi=0.4107 rig=5.3/67.7 [polygon=0.39 curve=0.98 star=0.88 structure=0.72]
+  E30: t=0.690 v=0.695 cv=1.3454(Δ+1.145) equi=0.4171 rig=7.5/86.6 [polygon=0.40 curve=0.99 star=0.85 structure=0.72]
+
+  ── +cluster ──
+  E 1: t=0.080 v=0.166 cv=0.8774(Δ+0.677) equi=0.2821 rig=2.3/48.3 [polygon=0.07 curve=0.00 star=0.19 structure=0.32]
+  E10: t=0.532 v=0.531 cv=1.8229(Δ+1.623) equi=0.4151 rig=3.9/61.7 [polygon=0.34 curve=0.55 star=0.76 structure=0.56]
+  E20: t=0.677 v=0.677 cv=1.4423(Δ+1.242) equi=0.4043 rig=4.4/61.7 [polygon=0.37 curve=0.93 star=0.91 structure=0.69]
+  E30: t=0.717 v=0.701 cv=1.3034(Δ+1.103) equi=0.4131 rig=4.6/61.7 [polygon=0.44 curve=0.93 star=0.91 structure=0.70]
+
+  ── +drift ──
+  E 1: t=0.080 v=0.171 cv=0.8755(Δ+0.676) equi=0.2823 rig=2.3/48.5 [polygon=0.08 curve=0.00 star=0.20 structure=0.32]
+  E10: t=0.552 v=0.567 cv=1.8316(Δ+1.632) equi=0.4106 rig=3.5/50.8 [polygon=0.30 curve=0.81 star=0.77 structure=0.57]
+  E20: t=0.645 v=0.637 cv=1.4283(Δ+1.228) equi=0.4062 rig=4.3/50.8 [polygon=0.40 curve=0.99 star=0.58 structure=0.71]
+  E30: t=0.698 v=0.709 cv=1.3480(Δ+1.148) equi=0.4134 rig=4.7/50.8 [polygon=0.41 curve=1.00 star=0.91 structure=0.72]
+
+  ── +spr+ort ──
+  E 1: t=0.081 v=0.165 cv=0.8708(Δ+0.671) equi=0.2823 rig=2.3/50.7 [polygon=0.02 curve=0.00 star=0.23 structure=0.34]
+  E10: t=0.553 v=0.542 cv=1.7529(Δ+1.553) equi=0.4089 rig=3.9/50.7 [polygon=0.38 curve=0.59 star=0.75 structure=0.54]
+  E20: t=0.674 v=0.671 cv=1.3366(Δ+1.137) equi=0.4105 rig=5.5/67.1 [polygon=0.39 curve=0.96 star=0.86 structure=0.66]
+  E30: t=0.698 v=0.723 cv=1.3881(Δ+1.188) equi=0.4224 rig=7.6/84.3 [polygon=0.46 curve=0.97 star=0.94 structure=0.71]
+
+  ── +all_micro ──
+  E 1: t=0.077 v=0.186 cv=0.9858(Δ+0.786) equi=0.2783 rig=2.2/47.2 [polygon=0.06 curve=0.00 star=0.27 structure=0.34]
+  E10: t=0.567 v=0.555 cv=1.9116(Δ+1.712) equi=0.4007 rig=3.3/48.2 [polygon=0.38 curve=0.54 star=0.80 structure=0.57]
+  E20: t=0.666 v=0.645 cv=1.4778(Δ+1.278) equi=0.3976 rig=4.6/48.2 [polygon=0.28 curve=0.98 star=0.83 structure=0.69]
+  E30: t=0.700 v=0.694 cv=1.5181(Δ+1.318) equi=0.4077 rig=4.6/48.2 [polygon=0.40 curve=0.97 star=0.85 structure=0.72]
+
+
+=================================================================
+SWEEP RESULTS
+=================================================================
+
+  Config           v_acc  t_acc    gap      cv     Δcv  eq_std  poly curve  star struct
+  ------------------------------------------------------------------------------------------
+  raw_adam         0.617  0.681 +0.064  1.3917 +1.1917  0.4075  0.39  0.75  0.86  0.61
+  proven           0.722  0.706 -0.016  1.3629 +1.1629  0.4157  0.45  0.99  0.93  0.71
+  +spread          0.669  0.686 +0.017  1.4491 +1.2491  0.4212  0.41  0.98  0.71  0.72
+  +entropy         0.674  0.711 +0.037  1.4945 +1.2945  0.4237  0.42  0.97  0.70  0.74
+  +ortho           0.695  0.690 -0.005  1.3454 +1.1454  0.4171  0.40  0.99  0.85  0.72
+  +cluster         0.701  0.717 +0.016  1.3034 +1.1034  0.4131  0.44  0.93  0.91  0.70
+  +drift           0.709  0.698 -0.012  1.3480 +1.1480  0.4134  0.41  1.00  0.91  0.72
+  +spr+ort         0.723  0.698 -0.025  1.3881 +1.1881  0.4224  0.46  0.97  0.94  0.71
+  +all_micro       0.694  0.700 +0.007  1.5181 +1.3181  0.4077  0.40  0.97  0.85  0.72
+
+  Best accuracy: +spr+ort (val_acc=0.723)
+  Best structure: +entropy (struct=0.737)
+  Closest to CV=0.2: +cluster (cv=1.3034, Δ=+1.1034)
+  Most equidistant: raw_adam (equi_std=0.4075)
+  Most stable CV: raw_adam (cv_std=0.1734)
+
+=================================================================
+DONE
+=================================================================